{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os\n",
    "import matplotlib as mpl\n",
    "from scipy.stats import lognorm\n",
    "from scipy.stats import beta \n",
    "import matplotlib as mpl\n",
    "from scipy.integrate import simps\n",
    "import json\n",
    "\n",
    "g =9.805\n",
    "\n",
    "mpl.rc('font',family = 'Times New Roman')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn1):\n",
    "    \n",
    "    imax = np.argmax(Vb)\n",
    "    E1 = simps(Vb[0:imax],d[0:imax])\n",
    "    E2 = simps(Vb[0:imin],d[0:imin])\n",
    "    #print(E1)\n",
    "    Dy = 2*(d[imax]-E1/Vb[imax])\n",
    "    Ds = 2/(Vb[imax]-Vb[imin])*(E2-E1+Vb[imax]*d[imax]-0.5*d[imin]*(Vb[imax]+Vb[imin]))\n",
    "    idPO = np.zeros((len(Vb),2))\n",
    "    iDy = 0\n",
    "    \n",
    "    for i in range(len(idPO[:,0])):\n",
    "        idPO[i,0] = d[i]\n",
    "        if(idPO[i,0]<=Dy):\n",
    "            idPO[i,1] = (Vb[imax]/Dy)*idPO[i,0]\n",
    "            iDy = i\n",
    "        elif(idPO[i,0]>Dy and idPO[i,0]<=Ds):\n",
    "            idPO[i,1] = Vb[imax]\n",
    "        elif(idPO[i,0]>Ds and idPO[i,0]<=d[imin]):\n",
    "            idPO[i,1] = Vb[imax] + (Vb[imin]-Vb[imax])/(d[imin]-Ds)*(idPO[i,0]-Ds)\n",
    "        else:\n",
    "            idPO[i,1] = Vb[imin]\n",
    "            \n",
    "    \n",
    "    #Compute equivalent SDOF yield displacements \n",
    "    dy = (1/Ge)*(Dy/delta[ntot-1])\n",
    "    #print(dy)\n",
    "    #Perform N2 method\n",
    "    Say = max(Vb)/(me*g)\n",
    "    Tey = round(2*np.pi*(dy/(Say*g))**0.5,2)\n",
    "   \n",
    "    iSaky = abs(Tey-T).argmin() \n",
    "         \n",
    "    if(Sam[iSaky] <= Say):\n",
    "        s = 0; #elastic analysis\n",
    "        mue = d[ie]/Dy\n",
    "        re = (Vb[ie]/(me*g))/Say\n",
    "        R = Sam[iSaky]/Say\n",
    "        if(R<=re):\n",
    "            mu = mue*(R/re)\n",
    "        elif(R>re and R<=1):\n",
    "            mu = (R-re)*(1-mue)/(1-re)+mue\n",
    "        \n",
    "        dd = mu*dy\n",
    "    else:\n",
    "        s = 1; #nonlinear analysis \n",
    "        mu = 0;\n",
    "        R = Sam[iSaky]/Say;\n",
    "       \n",
    "        mus = Ds/Dy\n",
    "        ru = idPO[imin,1]/idPO[imax,1]\n",
    "        TD1 = TD*(2-ru)**0.5\n",
    "        DT = (Tey-TC)/(TD1-TC)\n",
    "       \n",
    "        if(Tey<=TC):\n",
    "            Rmus = 0.7*(Tey/TC)*(mus-1)+1\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            Rmus = (0.7+0.3*DT)*(mus-1)+1\n",
    "        else:\n",
    "            Rmus = mus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            R0 = 1\n",
    "        else:\n",
    "            R0 = Rmus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            mu0 = 1\n",
    "        else:\n",
    "            mu0 = mus\n",
    "           \n",
    "        if(Tey<=TC):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7*(Tey/TC)\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(Tey/TC)**(1/(ru)**0.5)\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7+0.3*DT\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(1-DT)+DT\n",
    "        else:\n",
    "            c = 1\n",
    "        mu = (1/c)*(R-R0)+mu0\n",
    "       \n",
    "        dd = mu*dy\n",
    "    return Say,Tey,dd,mu,s,dy\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "folders = os.listdir('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "d0 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[0]+'/6 floor/ID_5_disp6.out')[:,5]\n",
    "F0 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[0]+'/6 floor/ID_5_V6.out')\n",
    "Vb0 = -(F0[:,0]+F0[:,1]+F0[:,2]+F0[:,3])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def OpenPO(infill):\n",
    "\n",
    "    d1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/6 floor/ID_5_disp6_infill'+folders[infill][-1]+'.out')[:,5]\n",
    "\n",
    "    F1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/6 floor/ID_5_V6_infill'+folders[infill][-1]+'.out')\n",
    "\n",
    "    Vb1 = -(F1[:,0]+F1[:,1]+F1[:,2]+F1[:,3])\n",
    "    \n",
    "    return d1,Vb1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "d1,Vb1 = OpenPO(1)\n",
    "d2,Vb2 = OpenPO(3)\n",
    "d3,Vb3 = OpenPO(4)\n",
    "d4,Vb4 = OpenPO(5)\n",
    "d5,Vb5 = OpenPO(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 1500.0)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(d0[:3000],Vb0[:3000])\n",
    "plt.plot(d1[:3000],Vb1[:3000])\n",
    "#plt.plot(d2[:3000],Vb2[:3000])\n",
    "#plt.plot(d3[:3000],Vb3[:3000])\n",
    "#plt.plot(d4[:3000],Vb4[:3000])\n",
    "#plt.plot(d5[:3000],Vb5[:3000])\n",
    "plt.xlim(0,0.35)\n",
    "plt.ylim(0,1500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5.276854681875151"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "imax = np.argmax(Vb1)\n",
    "simps(Vb1[0:imax],d1[0:imax])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def ModeMass(inf):\n",
    "    file_name = 'ID_5_6_infill'+inf+'_'\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'modeshapes.txt') as f:\n",
    "        a = json.load(f)\n",
    "\n",
    "    modes = np.array(a)\n",
    "\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'mass.txt') as f:\n",
    "        a2 = json.load(f)\n",
    "\n",
    "    mass = np.array(a2)\n",
    "    \n",
    "    return modes, mass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "modes1, mass1 = ModeMass('1')\n",
    "modes2, mass2 = ModeMass('2')\n",
    "modes3, mass3 = ModeMass('3')\n",
    "modes4, mass4 = ModeMass('4')\n",
    "modes5, mass5 = ModeMass('5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GammaMass(modes,mass):\n",
    "    #Compute modal participation factors\n",
    "    Gamma = np.zeros(len(modes[0,:]));\n",
    "    me = np.zeros(len(modes[0,:]))\n",
    "\n",
    "    for i in range(len(Gamma)):\n",
    "        GA = 0;\n",
    "        GB = 0;\n",
    "        for j in range (len(mass)):\n",
    "            GA = GA+modes[j,i]*mass[j];\n",
    "            GB = GB+modes[j,i]**2*mass[j];\n",
    "\n",
    "        Gamma[i]= GA/GB; \n",
    "        me[i] = GA**2/GB\n",
    "    \n",
    "    return Gamma, me\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Gamma1,me1 = GammaMass(modes1,mass1)\n",
    "Gamma2,me2 = GammaMass(modes2,mass2)\n",
    "Gamma3,me3 = GammaMass(modes3,mass3)\n",
    "Gamma4,me4 = GammaMass(modes4,mass4)\n",
    "Gamma5,me5 = GammaMass(modes5,mass5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_6_infill1_Periods.txt')\n",
    "T2 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_6_infill2_Periods.txt')\n",
    "T3 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_6_infill3_Periods.txt')\n",
    "T4 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_6_infill4_Periods.txt')\n",
    "T5 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_6_infill5_Periods.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/50/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GMSpectra(Tr):\n",
    "    \n",
    "    T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]\n",
    "    Sa = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "    Sd = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "\n",
    "    for i in range(len(Sa[0,:])):\n",
    "        Sa[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "        Sd[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Displacement/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "\n",
    "    Sam = np.zeros(len(Sa[:,0]))\n",
    "    Sdm = np.zeros(len(Sa[:,0]))\n",
    "\n",
    "    for i in range(len(Sam)):\n",
    "        Sam[i] = np.median(Sa[i,:])\n",
    "        Sdm[i] = np.median(Sd[i,:])\n",
    "    return Sam,Sdm\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS(Tr,inf,ns):\n",
    "    ncol = 0\n",
    "    no_col = []\n",
    "    col = []\n",
    "    for j in range(30):\n",
    "        with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/outs_NRHA/log_6_'+str(inf)+'_'+str(j+1)+'_'+Tr+'.txt') as f:\n",
    "            lines = f.readlines()\n",
    "        if(int(lines[0].split()[0]) == 1 or int(lines[0].split()[0]) == -1):\n",
    "            ncol = ncol+1\n",
    "            col.append(j+1)\n",
    "        else:\n",
    "            no_col.append(j+1)\n",
    "    #print(no_col)\n",
    "\n",
    "    Saf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_6_'+str(inf)+'_'+str(no_col[0])+'_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "    Sdf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_6_'+str(inf)+'_'+str(no_col[0])+'_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "\n",
    "    for i in range(30-ncol):\n",
    "        Saf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_6_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "        Sdf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_6_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "\n",
    "    Safm = np.zeros(len(Saf[:,0]))\n",
    "    Sdfm = np.zeros(len(Saf[:,0]))\n",
    "\n",
    "    for i in range(len(Safm)):\n",
    "        Safm[i] = np.median(Saf[i,:])\n",
    "        Sdfm[i] = np.median(Sdf[i,:])\n",
    "        \n",
    "    return Safm,Sdfm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Sam50,Sdm50 = GMSpectra('50')\n",
    "Sam475,Sdm475 = GMSpectra('475')\n",
    "Sam2475,Sdm2475 = GMSpectra('2475')\n",
    "Sam4975,Sdm4975 = GMSpectra('4975')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 1.0441949546373661)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(d1[:3000]/Gamma1[0],Vb1[:3000]/(me1[0]*9.805))\n",
    "plt.plot(d2[:3000]/Gamma2[0],Vb2[:3000]/(me2[0]*9.805))\n",
    "#plt.plot(d3[:3000]/Gamma3[0],Vb3[:3000]/(me3[0]*9.805))\n",
    "#plt.plot(d4[:3000]/Gamma4[0],Vb4[:3000]/(me4[0]*9.805))\n",
    "plt.plot(d5[:3000]/Gamma5[0],Vb5[:3000]/(me5[0]*9.805))\n",
    "plt.xlim(0,0.05)\n",
    "plt.plot(Sdm2475,Sam2475,color='k',lw=2)\n",
    "plt.ylim(0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm1 = np.zeros((len(T),3,4))\n",
    "Sdfm1 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm1[:,2,0],Sdfm1[:,2,0] = FRS('50',1,6)\n",
    "Safm1[:,1,0],Sdfm1[:,1,0] = FRS('50',1,3)\n",
    "Safm1[:,0,0],Sdfm1[:,0,0] = FRS('50',1,1)\n",
    "\n",
    "Safm1[:,2,1],Sdfm1[:,2,1] = FRS('475',1,6)\n",
    "Safm1[:,1,1],Sdfm1[:,1,1] = FRS('475',1,3)\n",
    "Safm1[:,0,1],Sdfm1[:,0,1] = FRS('475',1,1)\n",
    "\n",
    "Safm1[:,2,2],Sdfm1[:,2,2] = FRS('2475',1,6)\n",
    "Safm1[:,1,2],Sdfm1[:,1,2] = FRS('2475',1,3)\n",
    "Safm1[:,0,2],Sdfm1[:,0,2] = FRS('2475',1,1)\n",
    "\n",
    "Safm1[:,2,3],Sdfm1[:,2,3] = FRS('4975',1,6)\n",
    "Safm1[:,1,3],Sdfm1[:,1,3] = FRS('4975',1,3)\n",
    "Safm1[:,0,3],Sdfm1[:,0,3] = FRS('4975',1,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm2 = np.zeros((len(T),3,4))\n",
    "Sdfm2 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm2[:,2,0],Sdfm2[:,2,0] = FRS('50',2,6)\n",
    "Safm2[:,1,0],Sdfm2[:,1,0] = FRS('50',2,3)\n",
    "Safm2[:,0,0],Sdfm2[:,0,0] = FRS('50',2,1)\n",
    "\n",
    "Safm2[:,2,1],Sdfm2[:,2,1] = FRS('475',2,6)\n",
    "Safm2[:,1,1],Sdfm2[:,1,1] = FRS('475',2,3)\n",
    "Safm2[:,0,1],Sdfm2[:,0,1] = FRS('475',2,1)\n",
    "\n",
    "Safm2[:,2,2],Sdfm2[:,2,2] = FRS('2475',2,6)\n",
    "Safm2[:,1,2],Sdfm2[:,1,2] = FRS('2475',2,3)\n",
    "Safm2[:,0,2],Sdfm2[:,0,2] = FRS('2475',2,1)\n",
    "\n",
    "Safm2[:,2,3],Sdfm2[:,2,3] = FRS('4975',2,6)\n",
    "Safm2[:,1,3],Sdfm2[:,1,3] = FRS('4975',2,3)\n",
    "Safm2[:,0,3],Sdfm2[:,0,3] = FRS('4975',2,1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm3 = np.zeros((len(T),3,4))\n",
    "Sdfm3 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm3[:,2,0],Sdfm3[:,2,0] = FRS('50',3,6)\n",
    "Safm3[:,1,0],Sdfm3[:,1,0] = FRS('50',3,3)\n",
    "Safm3[:,0,0],Sdfm3[:,0,0] = FRS('50',3,1)\n",
    "\n",
    "Safm3[:,2,1],Sdfm3[:,2,1] = FRS('475',3,6)\n",
    "Safm3[:,1,1],Sdfm3[:,1,1] = FRS('475',3,3)\n",
    "Safm3[:,0,1],Sdfm3[:,0,1] = FRS('475',3,1)\n",
    "\n",
    "Safm3[:,2,2],Sdfm3[:,2,2] = FRS('2475',3,6)\n",
    "Safm3[:,1,2],Sdfm3[:,1,2] = FRS('2475',3,3)\n",
    "Safm3[:,0,2],Sdfm3[:,0,2] = FRS('2475',3,1)\n",
    "\n",
    "Safm3[:,2,3],Sdfm3[:,2,3] = FRS('4975',3,6)\n",
    "Safm3[:,1,3],Sdfm3[:,1,3] = FRS('4975',3,3)\n",
    "Safm3[:,0,3],Sdfm3[:,0,3] = FRS('4975',3,1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm4 = np.zeros((len(T),3,4))\n",
    "Sdfm4 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm4[:,2,0],Sdfm4[:,2,0] = FRS('50',4,6)\n",
    "Safm4[:,1,0],Sdfm4[:,1,0] = FRS('50',4,3)\n",
    "Safm4[:,0,0],Sdfm4[:,0,0] = FRS('50',4,1)\n",
    "\n",
    "Safm4[:,2,1],Sdfm4[:,2,1] = FRS('475',4,6)\n",
    "Safm4[:,1,1],Sdfm4[:,1,1] = FRS('475',4,3)\n",
    "Safm4[:,0,1],Sdfm4[:,0,1] = FRS('475',4,1)\n",
    "\n",
    "Safm4[:,2,2],Sdfm4[:,2,2] = FRS('2475',4,6)\n",
    "Safm4[:,1,2],Sdfm4[:,1,2] = FRS('2475',4,3)\n",
    "Safm4[:,0,2],Sdfm4[:,0,2] = FRS('2475',4,1)\n",
    "\n",
    "Safm4[:,2,3],Sdfm4[:,2,3] = FRS('4975',4,6)\n",
    "Safm4[:,1,3],Sdfm4[:,1,3] = FRS('4975',4,3)\n",
    "Safm4[:,0,3],Sdfm4[:,0,3] = FRS('4975',4,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm5 = np.zeros((len(T),3,4))\n",
    "Sdfm5 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm5[:,2,0],Sdfm5[:,2,0] = FRS('50',5,6)\n",
    "Safm5[:,1,0],Sdfm5[:,1,0] = FRS('50',5,3)\n",
    "Safm5[:,0,0],Sdfm5[:,0,0] = FRS('50',5,1)\n",
    "\n",
    "Safm5[:,2,1],Sdfm5[:,2,1] = FRS('475',5,6)\n",
    "Safm5[:,1,1],Sdfm5[:,1,1] = FRS('475',5,3)\n",
    "Safm5[:,0,1],Sdfm5[:,0,1] = FRS('475',5,1)\n",
    "\n",
    "Safm5[:,2,2],Sdfm5[:,2,2] = FRS('2475',5,6)\n",
    "Safm5[:,1,2],Sdfm5[:,1,2] = FRS('2475',5,3)\n",
    "Safm5[:,0,2],Sdfm5[:,0,2] = FRS('2475',5,1)\n",
    "\n",
    "Safm5[:,2,3],Sdfm5[:,2,3] = FRS('4975',5,6)\n",
    "Safm5[:,1,3],Sdfm5[:,1,3] = FRS('4975',5,3)\n",
    "Safm5[:,0,3],Sdfm5[:,0,3] = FRS('4975',5,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 0.7492842866127168)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ij = 800\n",
    "plt.plot(d1[:3000]/Gamma1[0],Vb1[:3000]/(me1[0]*9.805))\n",
    "plt.plot(d2[:3000]/Gamma2[0],Vb2[:3000]/(me2[0]*9.805))\n",
    "plt.plot(d3[:3000]/Gamma3[0],Vb3[:3000]/(me3[0]*9.805))\n",
    "plt.plot(d4[:3000]/Gamma4[0],Vb4[:3000]/(me4[0]*9.805))\n",
    "plt.plot(d5[:3000]/Gamma5[0],Vb5[:3000]/(me5[0]*9.805))\n",
    "plt.xlim(0,0.15)\n",
    "#plt.plot(Sdm2475,Sam2475,color='k',lw=2)\n",
    "plt.plot((d1[ij]/Gamma1[0],d1[ij]/Gamma1[0]),(0,0.7),color='k',ls='--')\n",
    "plt.ylim(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "imin = [800,425,411,1700,1250]\n",
    "ie= [350,200,250,150,150]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GeMe(ntot,m):\n",
    "\n",
    "    delta = np.zeros(ntot)\n",
    "\n",
    "    for i in range(len(delta)):\n",
    "        delta[i] = 3*(i+1)/12\n",
    "\n",
    "    #Compute equivalent mass and participation factor of first inelastic mode\n",
    "    MA = 0\n",
    "    MB = 0\n",
    "\n",
    "    for j in range(len(m)):\n",
    "        MA = MA+m[j]*delta[j]\n",
    "        MB = MB+m[j]*delta[j]**2\n",
    "\n",
    "    me = MA**2/MB\n",
    "    Ge = MA/MB\n",
    "    \n",
    "    return me,Ge"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "delta = np.zeros(6)\n",
    "\n",
    "for i in range(len(delta)):\n",
    "    delta[i] = 3*(i+1)/12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "mef1,Ge1 = GeMe(6,mass1)\n",
    "mef2,Ge2 = GeMe(6,mass2)\n",
    "mef3,Ge3 = GeMe(6,mass3)\n",
    "mef4,Ge4 = GeMe(6,mass4)\n",
    "mef5,Ge5 = GeMe(6,mass5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Mer(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,dp,imin,ie,Ge,me,delta,switch,TD,SdTD):\n",
    "        \n",
    "    DE = dp[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = dp[np.argmax(Vb)]\n",
    "    PGD = Sdm[-1]\n",
    "    TB = 0.1\n",
    "    TC = 0.3\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,dp,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    print(mu)\n",
    "    '''ddS = dd*Ge*delta[ntot-1]\n",
    "    index = abs(dp-ddS).argmin()\n",
    "    \n",
    "    if(ddS>dp[imin] or dd<dy):\n",
    "        Say = Vb[index]/(me*g)\n",
    "    '''\n",
    "    if(switch==1):\n",
    "        Tin = Tn[0]\n",
    "        Tn[0] = Tey\n",
    "    \n",
    "    #print(Tey)\n",
    "    a = np.zeros(len(Tn))\n",
    "    dabs = np.zeros(len(Tn))\n",
    "    SAF = np.zeros(len(Tn))\n",
    "    SDF = np.zeros(len(Tn))\n",
    "    Ten = np.zeros(len(Tn))\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "            \n",
    "            \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        if(s==0):\n",
    "            if(i==0):\n",
    "                #if(dd<DE):\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "                #else:\n",
    "                    #a[i] = abs(Gamma[i]*phi[(ns-1),i]*Say)\n",
    "                    #print(Say)\n",
    "                    #print(SA[i])\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                a[i] = Say*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "#2*np.pi*(dd/(Say*g))**0.5      \n",
    "        if(s==0):\n",
    "            Ten[i] = Tn[i]\n",
    "        elif(s==1):\n",
    "            if(i==0 or i==1):\n",
    "                mur = (mu)**1\n",
    "                Ten[i] = Tn[i]*((1+(mur)**0.5+mur)/3)**0.5\n",
    "            else:\n",
    "                Ten[i] = Tn[i]\n",
    "                \n",
    "            \n",
    "        #if(Tn[i]>TB):\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #else:\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #*(0.55+0.45*(Tn[i]/TB))\n",
    "        \n",
    "        if(Tn[i]/TC == 0):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5;\n",
    "        elif(Tn[i]/TC > 0 and Tn[i]/TC <=0.2):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5 + (1/(ksiNS)**0.5 - 2.5*(0.1/(0.05+ksiNS))**0.5)/0.2*(Tn[i]/TC);\n",
    "        else:\n",
    "            DAF = 1/(ksiNS)**0.5;\n",
    "        #if(i==0):\n",
    "            #DAF = 1/(ksiNS)**0.5\n",
    "        #else:\n",
    "            #DAF = 1/(0.5*ksiS+ksiNS)**0.667\n",
    "        SAF[i] = a[i]*DAF\n",
    "        SDF[i] = SAF[i]*g*(Ten[i]/(2*np.pi))**2\n",
    "        \n",
    "\n",
    "        \n",
    "        if(s==0):\n",
    "            d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                d = dd*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        \n",
    "        if(i==0):\n",
    "            if(SDF[i]>SdTD):\n",
    "                dabs[i] = (d**2+PGD**2)**0.5\n",
    "            else:\n",
    "                dabs[i]=d;\n",
    "        else:\n",
    "            dabs[i]=d;\n",
    "        \n",
    "        \n",
    "            \n",
    "    #Compute modal contributions to floor spectrum\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    \n",
    "    for j in range (len(Tn)):\n",
    "        for i in range(len(T)):\n",
    "            if(T[i]<=Tn[j]):\n",
    "                Safm[i,j] = (T[i]/Tn[j])**2*(SAF[j]-a[j])+a[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2/(4*np.pi**2)) \n",
    "            elif(T[i]>Tn[j] and T[i]<=Ten[j]):\n",
    "                Safm[i,j] = SAF[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2)/(4*np.pi**2)\n",
    "            elif(T[i]>Ten[j]):\n",
    "                if(mu>1 and j==0 and SDF[j]<SdTD):\n",
    "                    if(T[i]<TD):  \n",
    "                        Sdfm[i,j] = SDF[j]+(SdTD-SDF[j])/(TD-Ten[j])*(T[i]-Ten[j])\n",
    "                        Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                    else:\n",
    "                        Sdfm[i,j] = SdTD\n",
    "                        Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                else:\n",
    "                    Sdfm[i,j] = dabs[j] + (Ten[j]/T[i])**1*(SDF[j]-dabs[j])\n",
    "                    Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "       \n",
    "            \n",
    "                    \n",
    "    #Combine modal contributions to floor response spectrum\n",
    "    \n",
    "    Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "    Sdf = np.sqrt(np.sum(np.multiply(Sdfm,Sdfm),axis=1))\n",
    "    \n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "        \n",
    "    if ns<nslim:\n",
    "        for i in range(len(T)):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    for i in range(len(T)):\n",
    "        if(T[i]>Ten[0]):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    if(switch==1):\n",
    "        Tn[0] = Tin\n",
    "    \n",
    "    return Saf, Sdf\n",
    "        \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def EstFRS_M(T,Tn,modes,Gamma,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,ksiNS,ksiS,Vb,d,i,Ge,me,delta,sw50,sw4,sw2,\n",
    "             TD50,STD50,TD475,STD475,TD2475,STD2475,TD4975,STD4975):\n",
    "\n",
    "    Saf = np.zeros((len(T),3,4))\n",
    "    Sdf = np.zeros((len(T),3,4))\n",
    "\n",
    "    Saf[:,0,0],Sdf[:,0,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,1,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "    Saf[:,1,0],Sdf[:,1,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,3,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "    Saf[:,2,0],Sdf[:,2,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,6,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "\n",
    "    Saf[:,0,1],Sdf[:,0,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,1,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "    Saf[:,1,1],Sdf[:,1,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,3,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "    Saf[:,2,1],Sdf[:,2,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,6,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "\n",
    "    Saf[:,0,2],Sdf[:,0,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,1,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    Saf[:,1,2],Sdf[:,1,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,3,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    Saf[:,2,2],Sdf[:,2,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,6,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    \n",
    "    Saf[:,0,3],Sdf[:,0,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,1,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    Saf[:,1,3],Sdf[:,1,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,3,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    Saf[:,2,3],Sdf[:,2,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,6,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    \n",
    "    return Saf,Sdf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.327, 0.115, 0.068, 0.052, 0.046, 0.038])"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.43983531324483444\n",
      "0.43983531324483444\n",
      "0.43983531324483444\n",
      "1.824056619959125\n",
      "1.824056619959125\n",
      "1.824056619959125\n",
      "5.913277784281313\n",
      "5.913277784281313\n",
      "5.913277784281313\n",
      "9.397822341747364\n",
      "9.397822341747364\n",
      "9.397822341747364\n",
      "0.31778123098176614\n",
      "0.31778123098176614\n",
      "0.31778123098176614\n",
      "0.9556988849952786\n",
      "0.9556988849952786\n",
      "0.9556988849952786\n",
      "3.172650957339143\n",
      "3.172650957339143\n",
      "3.172650957339143\n",
      "5.033811377894973\n",
      "5.033811377894973\n",
      "5.033811377894973\n",
      "0.24451594513492342\n",
      "0.24451594513492342\n",
      "0.24451594513492342\n",
      "0.7627949891887366\n",
      "0.7627949891887366\n",
      "0.7627949891887366\n",
      "1.7118736636630423\n",
      "1.7118736636630423\n",
      "1.7118736636630423\n",
      "2.693397687893949\n",
      "2.693397687893949\n",
      "2.693397687893949\n",
      "0.2185996654479651\n",
      "0.2185996654479651\n",
      "0.2185996654479651\n",
      "0.7102217663248587\n",
      "0.7102217663248587\n",
      "0.7102217663248587\n",
      "1.7497808578076177\n",
      "1.7497808578076177\n",
      "1.7497808578076177\n",
      "2.6053768208134507\n",
      "2.6053768208134507\n",
      "2.6053768208134507\n",
      "0.23448574716962406\n",
      "0.23448574716962406\n",
      "0.23448574716962406\n",
      "0.6455407973720808\n",
      "0.6455407973720808\n",
      "0.6455407973720808\n",
      "1.2272928464062773\n",
      "1.2272928464062773\n",
      "1.2272928464062773\n",
      "1.8436025931139557\n",
      "1.8436025931139557\n",
      "1.8436025931139557\n"
     ]
    }
   ],
   "source": [
    "Saf1,Sdf1 = EstFRS_M(T,T1,modes1,Gamma1,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb1,d1,0,Ge1,mef1,delta,0,0,1,\n",
    "                    2,0.029,4,0.14,2,0.22,2,0.30)\n",
    "Saf2,Sdf2 = EstFRS_M(T,T2,modes2,Gamma2,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb2,d2,1,Ge2,mef2,delta,0,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf3,Sdf3 = EstFRS_M(T,T3,modes3,Gamma3,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb3,d3,2,Ge3,mef3,delta,0,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf4,Sdf4 = EstFRS_M(T,T4,modes4,Gamma4,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb4,d4,3,Ge4,mef4,delta,0,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf5,Sdf5 = EstFRS_M(T,T5,modes5,Gamma5,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb5,d5,4,Ge5,mef5,delta,0,0,0,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def PlotFRS(nns,nTr,Saf,Sdf,Safm,Sdfm):\n",
    "    plt.figure(figsize=(20,4))\n",
    "\n",
    "    plt.subplot(1,3,1)\n",
    "    plt.plot(T,Saf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(T,Safm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0,2)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n",
    "\n",
    "    plt.subplot(1,3,2)\n",
    "    plt.plot(T,Sdf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(T,Sdfm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0,5)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n",
    "\n",
    "    plt.subplot(1,3,3)\n",
    "    plt.plot(Sdf[:,nns,nTr],Saf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(Sdfm[:,nns,nTr],Safm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ns =2\n",
    "nTr= 1\n",
    "PlotFRS(ns,nTr,Saf1,Sdf1,Safm1,Sdfm1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf2,Sdf2,Safm2,Sdfm2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf3,Sdf3,Safm3,Sdfm3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf4,Sdf4,Safm4,Sdfm4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf5,Sdf5,Safm5,Sdfm5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Vuk(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,d,imin,ie,Ge,me,delta,switch,TC):\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    DE = d[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = d[np.argmax(Vb)]/(Gamma[0]*phi[(ns-1),0])\n",
    "    TD = 3\n",
    "    SaNS = (0.07/(0.02+ksiNS))**0.5*Sam\n",
    "    SdNS = (0.07/(0.02+ksiNS))**0.5*Sdm\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    #if(dd>DE and dd<Dmax):\n",
    "        #Tin = Tn[0]\n",
    "        #Tn[0] = Tey\n",
    "        \n",
    "    ksiS = 100*ksiS\n",
    "    ksiNS = 100*ksiNS\n",
    "    \n",
    "    \n",
    "    #Compute modal contributions to the acceleration and displacement FRS\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    if(s==0):\n",
    "        Tlim =0;\n",
    "        for j in range(len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "\n",
    "\n",
    "           \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j];\n",
    "            \n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "\n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                #DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if abs(AS)>abs(SAFM):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "\n",
    "                if(j==0):\n",
    "                    if(Safm[i,j]==SAFM):\n",
    "                        Tlim = T[i]\n",
    "                        #print(Tlim)\n",
    "\n",
    "                    \n",
    "    elif(s==1):\n",
    "        mur = (mu)**0.75\n",
    "        Te1 = Tn[0]*((1+(mur)**0.5+mur)/3)**0.5\n",
    "\n",
    "        if(Te1/TC == 0):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "        elif(Te1/TC > 0 and Te1/TC <=0.2):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Te1/TC);\n",
    "        else:\n",
    "            AMP = 10/(ksiS)**0.5;\n",
    "\n",
    "        SAFM = abs(AMP*Ge*delta[(ns-1)]*Say);\n",
    "        SDFM = SAFM*(Te1/(2*np.pi))**2*g;\n",
    "        Tlim =0;\n",
    "        \n",
    "        for i in range(len(T)):\n",
    "            AS = Ge*delta[(ns-1)]/(abs((T[i]/Te1)**2-1))*(Say**2+((T[i]/Te1)**2*SaNS[i])**2)**0.5;   \n",
    "            DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "            \n",
    "            if(abs(AS)>abs(SAFM)):\n",
    "                Safm[i,0] = np.sign(delta[(ns-1)])*SAFM;\n",
    "            else:\n",
    "                Safm[i,0] = AS;\n",
    "                \n",
    "            \n",
    "            if(Safm[i,0]==SAFM):\n",
    "                    Tlim = T[i];\n",
    "                            \n",
    "            #if(abs(DS)>SDFM):\n",
    "                #Sdfm[i,0] = SDFM;\n",
    "            #else:\n",
    "                #Sdfm[i,0] = DS;\n",
    "  \n",
    "        for j in range(1,len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "    \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j]\n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "            \n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if(abs(AS)>abs(SAFM)):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "                \n",
    "                \n",
    "    #Combine modal contributions \n",
    "\n",
    "    Saf = np.zeros(len(T));\n",
    "    Sdf = np.zeros(len(T));\n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "    \n",
    "    #if(ns<=nslim):\n",
    "    for j in range(len(T)):\n",
    "        if(T[j]<=Tlim):\n",
    "            Saf[j] = np.sqrt(np.sum(np.multiply(Safm[j,:],Safm[j,:])));\n",
    "            #Sdf[j] = np.sqrt(np.sum(np.multiply(Sdfm[j,:],Sdfm[j,:])));\n",
    "        else:\n",
    "            Saf[j] = np.sum(Safm[j,:]);\n",
    "            #Sdf[j] = np.sum(Sdfm[j,:]);\n",
    "    \n",
    "    #else:\n",
    "        #Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "        \n",
    "    Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "            \n",
    "    #Envelope floor response spectrum with ground response spectrum\n",
    "    \n",
    "    #Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "    #if(ns<nslim):\n",
    "    for i in range(len(T)):\n",
    "        Saf[i]=max(Saf[i],SaNS[i]);\n",
    "        Sdf[i]=max(Sdf[i],SdNS[i]);\n",
    "            \n",
    "\n",
    "    #if(dd>DE and dd<Dmax):\n",
    "        #Tn[0] = Tin\n",
    "\n",
    "    return Saf,Sdf\n",
    "               \n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "def EstFRS_V(T,Tn,modes,Gamma,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,ksiNS,ksiS,Vb,d,i,Ge,me,delta,sw50,TC50,TC2):\n",
    "\n",
    "    Saf = np.zeros((len(T),3,3))\n",
    "    Sdf = np.zeros((len(T),3,3))\n",
    "\n",
    "    Saf[:,0,0],Sdf[:,0,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,1,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TC50)\n",
    "    Saf[:,1,0],Sdf[:,1,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,3,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TC50)\n",
    "    Saf[:,2,0],Sdf[:,2,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,6,6,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TC50)\n",
    "\n",
    "    Saf[:,0,1],Sdf[:,0,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,1,6,Vb,d,imin[i],ie[i],Ge,me,delta,0,TC50)\n",
    "    Saf[:,1,1],Sdf[:,1,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,3,6,Vb,d,imin[i],ie[i],Ge,me,delta,0,TC50)\n",
    "    Saf[:,2,1],Sdf[:,2,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,6,6,Vb,d,imin[i],ie[i],Ge,me,delta,0,TC50)\n",
    "\n",
    "    Saf[:,0,2],Sdf[:,0,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,1,6,Vb,d,imin[i],ie[i],Ge,me,delta,0,TC2)\n",
    "    Saf[:,1,2],Sdf[:,1,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,3,6,Vb,d,imin[i],ie[i],Ge,me,delta,0,TC2)\n",
    "    Saf[:,2,2],Sdf[:,2,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,6,6,Vb,d,imin[i],ie[i],Ge,me,delta,0,TC2)\n",
    "    \n",
    "    return Saf,Sdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "Saf1V,Sdf1V = EstFRS_V(T,T1,modes1,Gamma1,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,0.05,0.05,Vb1,d1,0,Ge1,mef1,delta,0,0.3,0.5)\n",
    "Saf2V,Sdf2V = EstFRS_V(T,T2,modes2,Gamma2,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,0.05,0.05,Vb2,d2,0,Ge2,mef2,delta,0,0.3,0.5)\n",
    "Saf3V,Sdf3V = EstFRS_V(T,T3,modes3,Gamma3,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,0.05,0.05,Vb3,d3,0,Ge3,mef3,delta,0,0.3,0.5)\n",
    "Saf4V,Sdf4V = EstFRS_V(T,T4,modes2,Gamma2,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,0.05,0.05,Vb4,d4,0,Ge4,mef4,delta,0,0.3,0.5)\n",
    "Saf5V,Sdf5V = EstFRS_V(T,T5,modes5,Gamma5,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,0.05,0.05,Vb5,d5,0,Ge5,mef5,delta,0,0.3,0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ns =2\n",
    "nTr= 2\n",
    "PlotFRS(ns,nTr,Saf1V,Sdf1V,Safm1,Sdfm1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf2V,Sdf2V,Safm2,Sdfm2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf3V,Sdf3V,Safm3,Sdfm3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf4V,Sdf4V,Safm4,Sdfm4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf5V,Sdf5V,Safm5,Sdfm5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [],
   "source": [
    "mu1 =5.91\n",
    "mu2 = 3.17\n",
    "mu3=1.71\n",
    "\n",
    "T1y = 0.47\n",
    "T2y = 0.38\n",
    "T3y = 0.33"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,8))\n",
    "mu=5.91\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(T,Safm1[:,2,2],label='Median from NLTHA',color='k',lw=2)\n",
    "#plt.plot(T,Safm2[:,2,2],label='Median from NLTHA',color='#28ae80',ls='-.')\n",
    "#plt.plot(T,Safm3[:,2,2],label='Median from NLTHA',color='#472d7b',ls='--')\n",
    "plt.plot((T1[0],T1[0]),(0,4),color='k',ls='--',label=r'$T_{ey}$')\n",
    "plt.plot((T1y,T1y),(0,4),color='k',ls='--',label=r'$T_{ey}$')\n",
    "plt.plot((T1y*(mu)**0.5,T1y*(mu)**0.5),(0,4),color='grey',ls='--',label=r'$T_{ey} \\sqrt{\\mu}$')\n",
    "plt.plot((T1y*((1+(mu)**0.5+mu)/3)**0.5,T1y*((1+(mu)**0.5+mu)/3)**0.5),(0,4),color='grey',label=r'$T_{ey} \\sqrt{\\frac{1+\\sqrt{\\mu}+\\mu}{3}}$')\n",
    "plt.plot((T1y*((1+(mu**0.75)**0.5+mu**0.75)/3)**0.5,T1y*((1+(mu**0.75)**0.5+mu**0.75)/3)**0.5),(0,4),color='k',label=r'$T_{ey} \\sqrt{\\frac{1+\\sqrt{\\mu_p}+\\mu_p}{3}}$')\n",
    "\n",
    "plt.xlim(0,4)\n",
    "plt.ylim(0,3)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$ [s]',fontsize=14)\n",
    "plt.ylabel(r'$S_{AF}$  [g]',fontsize=14)\n",
    "plt.legend(fontsize=12)\n",
    "plt.text(0.08,2.8,'a)',fontsize=16)\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(T,Sdfm1[:,2,2],label='Median from NLTHA, Type 1',color='k',lw=2)\n",
    "#plt.plot(T,Sdfm2[:,2,2],label='Median from NLTHA',color='#28ae80',ls='-.')\n",
    "#plt.plot(T,Sdfm3[:,2,2],label='Median from NLTHA',color='#472d7b',ls='--')\n",
    "\n",
    "plt.plot((T1y,T1y),(0,4),color='k',ls='--',label=r'$T_{ey}$')\n",
    "plt.plot((T1y*(mu)**0.5,T1y*(mu)**0.5),(0,4),color='grey',ls='--',label=r'$T_{ey} \\sqrt{\\mu}$')\n",
    "plt.plot((T1y*((1+(mu)**0.5+mu)/3)**0.5,T1y*((1+(mu)**0.5+mu)/3)**0.5),(0,4),color='grey',label=r'$T_{ey} \\sqrt{\\frac{1+\\sqrt{\\mu}+\\mu}{3}}$')\n",
    "plt.plot((T1y*((1+(mu**0.75)**0.5+mu**0.75)/3)**0.5,T1y*((1+(mu**0.75)**0.5+mu**0.75)/3)**0.5),(0,4),color='k',label=r'$T_{ey} \\sqrt{\\frac{1+\\sqrt{\\mu_p}+\\mu_p}{3}}$')\n",
    "\n",
    "\n",
    "plt.xlim(0,4)\n",
    "plt.ylim(0,0.25)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$ [s]',fontsize=14)\n",
    "plt.ylabel(r'$S_{DF}$  [m]',fontsize=14)\n",
    "plt.legend(fontsize=12,loc=4)\n",
    "plt.text(0.08,0.23,'b)',fontsize=16)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Paper/Figure8.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'Saf1V' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[124], line 6\u001b[0m\n\u001b[0;32m      4\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(T,Safm1[:,\u001b[38;5;241m2\u001b[39m,\u001b[38;5;241m2\u001b[39m],label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mMedian from NLTHA\u001b[39m\u001b[38;5;124m'\u001b[39m,color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mk\u001b[39m\u001b[38;5;124m'\u001b[39m,ls\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m--\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m      5\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(T,Saf1[:,\u001b[38;5;241m2\u001b[39m,\u001b[38;5;241m2\u001b[39m],label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mMerino et al. (2020)\u001b[39m\u001b[38;5;124m'\u001b[39m,color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mk\u001b[39m\u001b[38;5;124m'\u001b[39m,lw\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1.5\u001b[39m)\n\u001b[1;32m----> 6\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(T,Saf1V[:,\u001b[38;5;241m2\u001b[39m,\u001b[38;5;241m2\u001b[39m],label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVukobratovic and Fajfar (2017)\u001b[39m\u001b[38;5;124m'\u001b[39m,color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgrey\u001b[39m\u001b[38;5;124m'\u001b[39m,lw\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m)\n\u001b[0;32m      7\u001b[0m plt\u001b[38;5;241m.\u001b[39mxlim(\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m1\u001b[39m)\n\u001b[0;32m      8\u001b[0m plt\u001b[38;5;241m.\u001b[39mylim(\u001b[38;5;241m0\u001b[39m)\n",
      "\u001b[1;31mNameError\u001b[0m: name 'Saf1V' is not defined"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,8))\n",
    "\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(T,Safm1[:,2,2],label='Median from NLTHA',color='k',ls='--')\n",
    "plt.plot(T,Saf1[:,2,2],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Saf1V[:,2,2],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,1)\n",
    "plt.ylim(0)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "plt.legend(fontsize=12)\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(T,Sdfm1[:,2,2],label='Median from NLTHA',color='k',ls='--')\n",
    "plt.plot(T,Sdf1[:,2,2],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Sdf1V[:,2,2],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,4)\n",
    "plt.ylim(0,0.3)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "plt.ylabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "plt.legend(fontsize=12,loc=4)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
